Gmail

Full list of my blog posts, publications and talks in category Gmail.
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cybersecurity
Who is targeted by email-based phishing and malware? Measuring factors that differentiate risk
Who is targeted by email-based phishing and malware? Measuring factors that differentiate risk
Publication IMC 2020
We analyze over 1.2 billion email-based phishing and malware attacks against Gmail users to understand which factors place a person at heightened risk of being targeted.
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ai
Attacks against machine learning — an overview
Attacks against machine learning — an overview
Blog post May 2018
This blog post surveys the attacks techniques that target AI (Artificial Intelligence) systems and how to protect against them.
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ai
How to handle mistakes while using AI to block attacks
How to handle mistakes while using AI to block attacks
Blog post Apr 2018
This post looks at the main difficulty faced while using a classifier to block attacks: handling mistakes and uncertainty such that the overall system remains secure and usable.
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ai
Challenges faced while training an AI to combat abuse
Challenges faced while training an AI to combat abuse
Blog post Apr 2018
This post looks at the four main challenges that arise when training a classifier to combat fraud and abuse.
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ai
How to successfully harness AI to combat fraud and abuse
How to successfully harness AI to combat fraud and abuse
Talk RSA 2018
Drawing from concrete examples this talk will discuss how anti-abuse challenges are addressed at Google and provides a roadmap to anyone interested in applying machine learning to fraud and abuse problems.
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ai
Why AI is the key to robust anti-abuse defenses
Why AI is the key to robust anti-abuse defenses
Blog post Apr 2018
This post explains why artificial intelligence (AI) is the key to build anti-abuse defenses that keep up with user expectations and combat increasingly sophisticated attacks. This is the first post of a series of four posts dedicated to provide a concise overview of how to harness AI to build robust anti-abuse protections.
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